Period
to 16 February 2019

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for RESTful skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited RESTful over the 6 months to 16 February 2019 with a comparison to the same period in the previous 2 years.

RESTful
England > North West
6 months to
16 Feb 2019
Same period 2018 Same period 2017
Rank 48 51 81
Rank change year-on-year +3 +30 +17
Permanent jobs citing RESTful 552 740 423
As % of all permanent IT jobs advertised in the North West 5.36% 5.76% 3.42%
As % of the Libraries, Frameworks & Software Standards category 13.37% 12.97% 8.05%
Number of salaries quoted 478 645 415
North West median annual salary £50,000 £42,500 £40,000
Median salary % change year-on-year +17.65% +6.25% -11.11%
10th Percentile £32,500 £27,500 £27,500
90th Percentile £62,875 £65,000 £58,750
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -

RESTful is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
North West
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 4,128 5,706 5,256
As % of all permanent IT jobs advertised in the North West 40.08% 44.44% 42.51%
Number of salaries quoted 3,438 4,769 4,609
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £30,000 £27,500 £26,250
90th Percentile £70,000 £62,500 £60,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +3.26%

RESTful
Job Vacancy Trend in the North West

Job postings citing RESTful as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for RESTful in the North West

RESTful
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing RESTful in the North West.

Salary trend for RESTful in the North West

RESTful
Salary Histogram in the North West

The salary distribution of IT jobs citing RESTful in the North West over the 6 months to 16 February 2019.

Salary histogram for RESTful in the North West

RESTful
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing RESTful within the North West region over the 6 months to 16 February 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +2 383 £50,000 +17.65% 88
Cheshire -13 83 £52,500 +5.00% 24
Merseyside +18 48 £41,500 +10.67% 11
Lancashire -5 29 £36,000 +2.86% 11
Cumbria - 4 £32,500 - 1
RESTful
England

For the 6 months to 16 February 2019, IT jobs citing RESTful also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North West region with a requirement for RESTful.

1 387 (70.11%) Agile Software Development
2 307 (55.62%) C#
3 295 (53.44%) .NET
4 289 (52.36%) JavaScript
5 254 (46.01%) TDD
6 243 (44.02%) ASP.NET
7 240 (43.48%) SQL Server
8 232 (42.03%) MVC
9 206 (37.32%) ASP.NET MVC
10 194 (35.14%) AngularJS
11 183 (33.15%) CSS
11 183 (33.15%) HTML
12 179 (32.43%) ASP.NET Web API
13 172 (31.16%) BDD
14 164 (29.71%) Git (software)
14 164 (29.71%) Continuous Integration
15 158 (28.62%) SQL
16 148 (26.81%) Scrum
17 145 (26.27%) Microsoft
18 142 (25.72%) Web Services
19 141 (25.54%) Node.js
20 131 (23.73%) Software Engineering
21 128 (23.19%) Java
22 127 (23.01%) SQL Server 2016
23 109 (19.75%) WCF
24 107 (19.38%) Web Application Development
25 106 (19.20%) OO
26 105 (19.02%) Dependency Injection
27 99 (17.93%) OOP
28 98 (17.75%) Microsoft Azure

RESTful
Co-occurring IT Skills in the North West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 11 (1.99%) Elasticsearch
2 10 (1.81%) Cloud Foundry
3 8 (1.45%) Adobe Experience Manager
4 7 (1.27%) Confluence
5 6 (1.09%) CMS
6 2 (0.36%) Apache Spark
6 2 (0.36%) nginx
6 2 (0.36%) Sitecore CMS
6 2 (0.36%) WordPress
7 1 (0.18%) Apache Solr
7 1 (0.18%) IIS
7 1 (0.18%) JBoss
7 1 (0.18%) Jetty
7 1 (0.18%) Oracle SOA Suite
Business Applications
1 9 (1.63%) Payment Gateway
2 7 (1.27%) osCommerce
3 3 (0.54%) Dynamics CRM
4 2 (0.36%) Magento
Cloud Services
1 98 (17.75%) Microsoft Azure
2 93 (16.85%) Amazon AWS
3 28 (5.07%) GitHub
4 27 (4.89%) Google Cloud Platform
5 26 (4.71%) Serverless
6 16 (2.90%) SaaS
7 14 (2.54%) AWS Lambda
8 9 (1.63%) Amazon SQS
9 8 (1.45%) Amazon EC2
9 8 (1.45%) AWS Elastic Beanstalk
9 8 (1.45%) Datadog
9 8 (1.45%) npm
10 6 (1.09%) Yarn
11 5 (0.91%) Amazon S3
12 4 (0.72%) Slack
13 3 (0.54%) Dynamics 365
14 2 (0.36%) Apigee
15 1 (0.18%) Amazon ElastiCache
15 1 (0.18%) AWS CloudFormation
15 1 (0.18%) CloudFront
Communications & Networking
1 81 (14.67%) Internet
2 16 (2.90%) Hyperconnected
3 11 (1.99%) HTTP
4 9 (1.63%) SSL
5 5 (0.91%) Bluetooth
5 5 (0.91%) RS-232
5 5 (0.91%) Wi-Fi
6 3 (0.54%) AMQP
7 2 (0.36%) DNS
7 2 (0.36%) Network Security
7 2 (0.36%) SSH
7 2 (0.36%) TCP/IP
Database & Business Intelligence
1 240 (43.48%) SQL Server
2 127 (23.01%) SQL Server 2016
3 86 (15.58%) NoSQL
4 51 (9.24%) MongoDB
5 49 (8.88%) MySQL
6 48 (8.70%) Relational Database
7 33 (5.98%) PostgreSQL
8 26 (4.71%) Big Data
9 17 (3.08%) RDBMS
10 14 (2.54%) Apache Cassandra
11 12 (2.17%) SQL Server 2014
11 12 (2.17%) SQL Server Integration Services
11 12 (2.17%) SQL Server Reporting Services
12 10 (1.81%) Neo4j
12 10 (1.81%) Redis
13 7 (1.27%) MariaDB
14 6 (1.09%) Blockchain
15 5 (0.91%) Amazon DynamoDB
16 4 (0.72%) Amazon RDS
17 3 (0.54%) SQL Server 2008
Development Applications
1 164 (29.71%) Git (software)
2 43 (7.79%) Visual Studio
3 42 (7.61%) Team Foundation Server
4 33 (5.98%) NUnit
5 28 (5.07%) Maven
6 26 (4.71%) Gradle
7 25 (4.53%) MSTest
8 23 (4.17%) JIRA
9 22 (3.99%) Jenkins
10 21 (3.80%) Subversion
11 18 (3.26%) Ant
12 17 (3.08%) JUnit
13 16 (2.90%) GitLab
13 16 (2.90%) webpack
14 15 (2.72%) gulp
14 15 (2.72%) Mockito
15 11 (1.99%) Selenium
16 7 (1.27%) Protractor
17 6 (1.09%) Cucumber
17 6 (1.09%) SoapUI
General
1 83 (15.04%) Finance
2 42 (7.61%) Games
3 27 (4.89%) Retail
4 15 (2.72%) Advertising
5 14 (2.54%) Automotive
6 12 (2.17%) Banking
6 12 (2.17%) Marketing
7 8 (1.45%) Manufacturing
8 5 (0.91%) Electronics
8 5 (0.91%) Publishing
9 4 (0.72%) Investment Banking
10 3 (0.54%) Telecoms
11 2 (0.36%) Law
11 2 (0.36%) Legal
12 1 (0.18%) Music Industry
Job Titles
1 446 (80.80%) Developer
2 210 (38.04%) .NET Developer
3 113 (20.47%) C# Developer
4 89 (16.12%) C# .NET Developer
5 80 (14.49%) Senior Developer
6 54 (9.78%) Java Developer
7 53 (9.60%) Front End Developer (Client-Side Developer)
8 40 (7.25%) Internet Developer
8 40 (7.25%) Software Developer
9 35 (6.34%) Agile C# Developer
9 35 (6.34%) Agile Developer
9 35 (6.34%) ASP.NET Developer
10 32 (5.80%) C# ASP.NET Developer
10 32 (5.80%) JavaScript Developer
11 29 (5.25%) Senior .NET Developer
11 29 (5.25%) Software Engineer
12 28 (5.07%) PHP Developer
12 28 (5.07%) Senior Software Developer
13 27 (4.89%) Web Developer
14 25 (4.53%) Agile .NET Developer
Libraries, Frameworks & Software Standards
1 295 (53.44%) .NET
2 243 (44.02%) ASP.NET
3 206 (37.32%) ASP.NET MVC
4 194 (35.14%) AngularJS
5 183 (33.15%) CSS
5 183 (33.15%) HTML
6 179 (32.43%) ASP.NET Web API
7 142 (25.72%) Web Services
8 141 (25.54%) Node.js
9 109 (19.75%) WCF
10 97 (17.57%) SOAP
11 87 (15.76%) Twitter Bootstrap
12 85 (15.40%) .NET Framework
13 84 (15.22%) .NET Core
14 79 (14.31%) jQuery
15 72 (13.04%) KnockoutJS
16 71 (12.86%) React
17 69 (12.50%) Spring
18 62 (11.23%) HTML5
18 62 (11.23%) XML
Miscellaneous
1 50 (9.06%) User Experience
2 46 (8.33%) Greenfield Project
3 27 (4.89%) PMI
4 23 (4.17%) BBC
4 23 (4.17%) Social Media
5 21 (3.80%) Mobile App
6 12 (2.17%) Cloud Native
6 12 (2.17%) Linux Command Line
7 11 (1.99%) Analytical Skills
8 9 (1.63%) Fintech
9 7 (1.27%) Enterprise Software
9 7 (1.27%) Self-Motivation
10 5 (0.91%) Animation
10 5 (0.91%) Smart City
11 4 (0.72%) Algorithms
11 4 (0.72%) Blog
11 4 (0.72%) Data Centre
11 4 (0.72%) Data Structures
11 4 (0.72%) Smartphone
12 3 (0.54%) Mainframe
Operating Systems
1 55 (9.96%) Windows
2 37 (6.70%) Linux
3 28 (5.07%) Apple iOS
4 25 (4.53%) Android
5 8 (1.45%) Unix
6 3 (0.54%) watchOS
7 2 (0.36%) Embedded Linux
Processes & Methodologies
1 387 (70.11%) Agile Software Development
2 254 (46.01%) TDD
3 232 (42.03%) MVC
4 172 (31.16%) BDD
5 164 (29.71%) Continuous Integration
6 148 (26.81%) Scrum
7 131 (23.73%) Software Engineering
8 107 (19.38%) Web Application Development
9 106 (19.20%) OO
10 105 (19.02%) Dependency Injection
11 99 (17.93%) OOP
12 78 (14.13%) Microservices
13 76 (13.77%) Kanban
14 72 (13.04%) DevOps
15 57 (10.33%) Front End Development
16 55 (9.96%) Web Development
17 48 (8.70%) MVVM
18 44 (7.97%) Test Automation
19 42 (7.61%) Problem-Solving
20 38 (6.88%) SOA
Programming Languages
1 307 (55.62%) C#
2 289 (52.36%) JavaScript
3 158 (28.62%) SQL
4 128 (23.19%) Java
5 90 (16.30%) T-SQL
6 70 (12.68%) Ruby
7 44 (7.97%) C++
7 44 (7.97%) PHP
8 40 (7.25%) Python
9 33 (5.98%) Java 8
10 27 (4.89%) TypeScript
11 25 (4.53%) PL/SQL
12 18 (3.26%) Objective-C
13 17 (3.08%) Apple Swift
14 15 (2.72%) ES6
15 10 (1.81%) C
16 7 (1.27%) Kotlin
17 6 (1.09%) Scala
18 5 (0.91%) Perl
18 5 (0.91%) VB.NET
Qualifications
1 51 (9.24%) Degree
2 27 (4.89%) Computer Science Degree
2 27 (4.89%) PMI Certification
3 3 (0.54%) DV Cleared
3 3 (0.54%) Security Cleared
4 2 (0.36%) CESG Certified Professional
4 2 (0.36%) CISSP
4 2 (0.36%) CITP
4 2 (0.36%) IISP
4 2 (0.36%) MBCS
4 2 (0.36%) OCPJP
4 2 (0.36%) SC Cleared
Quality Assurance & Compliance
1 18 (3.26%) QA
2 1 (0.18%) GDPR
System Software
1 43 (7.79%) Docker
2 5 (0.91%) Virtual Machines
3 2 (0.36%) Firmware
4 1 (0.18%) Active Directory
Systems Management
1 13 (2.36%) Kubernetes
2 4 (0.72%) Ansible
2 4 (0.72%) Terraform
3 2 (0.36%) Kibana
4 1 (0.18%) Puppet
4 1 (0.18%) Rancher
4 1 (0.18%) Single Sign-On
Vendors
1 145 (26.27%) Microsoft
2 45 (8.15%) Google
3 26 (4.71%) Apple
4 24 (4.35%) Facebook
5 23 (4.17%) Sony
5 23 (4.17%) Yahoo!
6 8 (1.45%) Adobe
6 8 (1.45%) Oracle
7 4 (0.72%) SAP
8 2 (0.36%) Cognizant
8 2 (0.36%) Sitecore
9 1 (0.18%) Twitter
9 1 (0.18%) Zend